Correlation values range from -1 to 1:
• 1.0 (Red): Perfect positive correlation (two variables increase together).
• 0.0 (White): No correlation.
• -1.0 (Blue): Perfect negative correlation (one variable increases, the other decreases).
I build this to show high murder areas also have high assault rate and those are urbanized areas,
so this pushes for need of more police surveillance. But this might not be true so I have another
correlation matrix
1.Crime & Police Shootings:
Murder (0.41): Moderate positive correlation; higher murder rates may lead to increased police
shootings due to heightened law enforcement presence or violent encounters.
Assault (0.44): Slightly stronger correlation than murder; physical altercations often result in
more police interventions.
Rape (0.51): The strongest correlation, suggesting sexual violence cases may involve higher
police use of force, possibly due to violent confrontations or high-risk arrests.